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An Ecologically-Informed Deep Learning Framework for Interpretable and Validatable Habitat Mapping
Iván Felipe Benavides-Martínez, Cristiam Victoriano Portilla-Cabrera, Katherine E. Mills +4
Benthic habitat is challenging due to the environmental complexity of the seafloor, technological limitations, and elevated operational costs, especially in under-explored regions.…
Warming demands extensive tropical but minimal temperate management in plant-pollinator networks
Adrija Datta, Sarth Dubey, Tarik C. Gouhier +2
Anthropogenic warming impacts ecological communities and disturbs species interactions, particularly in temperature sensitive plant pollinator networks. While previous assessments…
Climate-mediated shifts in temperature fluctuations promote extinction risk
Kate Duffy, Tarik C. Gouhier, Auroop R. Ganguly
Climate-mediated changes in the spatiotemporal distribution of thermal stress can destabilize animal populations and promote extinction risk. Using quantile, spectral, and wavelet…
Universal and generalizable restoration strategies for degraded ecological networks
Udit Bhatia, Tarik Gouhier, Auroop Ratan Ganguly
Humans are increasingly stressing ecosystems via habitat destruction, climate change and global population movements leading to the widespread loss of biodiversity and the disrupti…